Embracing Observability for the AI era at re:Invent 2026
AWS Cloud Operations Blog
This article highlights the AWS re:Invent 2026 Cloud Operations track, featuring 25 sessions across six key themes for modernizing monitoring and observability in the AI era.
- Observe AI agents in production with traces, spans, and confidence scoring for model quality and cost visibility
- Build per-tenant observability stacks for multi-tenant SaaS with agent-aware traces and session replay
- Standardize on OpenTelemetry for unified metrics, logs, and traces across containers, Kubernetes, and AI workloads
- Turn logs into intelligence with automated threat detection, centralization rules, and AI-assisted analytics
- Trace performance across full stack from frontend to databases using correlated telemetry and distributed tracing
- Run open source observability tools at managed scale with Amazon Managed Prometheus, OpenSearch, and Grafana
The lineup combines hands-on workshops, builders sessions, and expert chalk talks to help teams transform cloud operations strategy with AI-assisted investigation in Amazon CloudWatch.
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